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42 results

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31. Brain Tumor Segmentation on MRI BraTS Data using convolutional neural networks: experimental study and comparison
Irena Dragičević, 2023, master's thesis

Keywords: master's theses, radiologic technology, convolutional neural networks, U-Net, BraTS, glioma segmentation, multimodal segmentation, medical image segmentation, machine learning
Full text (file, 4,11 MB)

32. Mobile robot system for selective asparagus harvesting
Sebastjan Šlajpah, Marko Munih, Matjaž Mihelj, 2023, original scientific article

Keywords: asparagus, delta robot, mobile platform, harvest, detection, point cloud segmentation
Full text (file, 15,01 MB) This document has more files! More...

33. Human-centered deep compositional model for handling occlusions
Gregor Koporec, Janez Perš, 2023, original scientific article

Keywords: computer vision, deep learning, convolutional neural networks, hierarchical compositional model, occlusion, discriminability, generalizability, interpretability, domain knowledge, instance segmentation, occlusion handling
Full text (file, 2,69 MB) This document has more files! More...

34. Fashion Image Editing Through Text Descriptions
Julija Stopar, 2023, master's thesis/paper

Keywords: diffusion models, text-to-image generation, human body segmentation, inpainting, virtual try-on
Full text (file, 7,22 MB)

35. Combining color and spatial image features for unsupervised image segmentation with mixture modelling and spectral clustering
Branislav Panić, Marko Nagode, Jernej Klemenc, Simon Oman, 2023, original scientific article

Keywords: spectral clustering, mixture models, color features, spatial features, image segmentation
Full text (file, 1,02 MB) This document has more files! More...

36. IPAD
Matej Vitek, Matic Bizjak, Peter Peer, Vitomir Štruc, 2023, original scientific article

Keywords: biometrics, sclera segmentation, ocular biometrics, ocular segmentation, model pruning, lightweight deep learning
Full text (file, 4,52 MB) This document has more files! More...

37. Teaching Units for a Computer Vision Course
VASJA LEV KIRN, 2024, undergraduate thesis

Keywords: Computer vision, Python notebook, object detection, segmentation
Full text (file, 6,53 MB)

38. Exploring bias in sclera segmentation models
Matej Vitek, Peter Peer, Vitomir Štruc, 2023, original scientific article

Keywords: biometrics, sclera segmentation, ocular biometrics, bias, fairness
Full text (file, 3,57 MB) This document has more files! More...

39. Introductory computer vision teaching materials for VET education
Vasja Lev Kirn, Žiga Emeršič, Gregor Hrastnik, Nataša Meh Peer, Peter Peer, 2024, published professional conference contribution

Keywords: computer vision, Python Notebook, object detection, teaching material, segmentation
Full text (file, 608,47 KB)

40. Light-weight deep models for sclera recognition
Matej Vitek, 2024, doctoral dissertation

Keywords: biometrics, identity recognition, lightweight deep neural networks, ocular biometrics, sclera segmentation, sclera recognition
Full text (file, 7,73 MB)

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